Task
Supervised Classification on anneal

Supervised Classification on anneal

Task 1 Supervised Classification anneal 950 runs submitted
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Arkesh Chatterjee 8 years ago
ran flow weka.BayesNet(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9632, kappa: 0.9066, kb_relative_information_score: 787.7649, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9682, predictive_accuracy: 0.961, prior_entropy: 1.2149, recall: 0.961, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.382,
Arkesh Chatterjee 8 years ago
ran flow weka.HoeffdingTree(6) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1,
Arkesh Chatterjee 8 years ago
ran flow weka.NaiveBayes(16) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8843, kappa: 0.7247, kb_relative_information_score: 609.6078, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9334, predictive_accuracy: 0.8653, prior_entropy: 1.2149, recall: 0.8653, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.7921,
Arkesh Chatterjee 8 years ago
ran flow weka.Bagging_Vote_ZeroR(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4926, f_measure: 0.6587, kb_relative_information_score: -2.8641, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0037, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1.0001,
Neil Timmermans 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 840.1278, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.065, root_relative_squared_error: 0.2517,
Jan van Rijn 8 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1,
Joaquin Vanschoren 8 years ago
ran flow weka.ZeroR(14) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1,
Randal Olson 8 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... est.RandomForestClassifier)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9896, kappa: 0.9747, kb_relative_information_score: 816.6184, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 1.2149, recall: 0.99, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.224,
Randal Olson 8 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... est.RandomForestClassifier)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.992, kappa: 0.9804, kb_relative_information_score: 815.9329, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.1193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.2259,
Randal Olson 8 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... est.RandomForestClassifier)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.992, kappa: 0.9804, kb_relative_information_score: 817.7199, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.116, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0573, root_relative_squared_error: 0.2221,
Randal Olson 8 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... est.RandomForestClassifier)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.992, kappa: 0.9804, kb_relative_information_score: 816.5139, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.058, root_relative_squared_error: 0.2247,
Randal Olson 8 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... est.RandomForestClassifier)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9909, kappa: 0.9776, kb_relative_information_score: 817.5582, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 1.2149, recall: 0.9911, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.2231,
Joaquin Vanschoren 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Joaquin Vanschoren 8 years ago
ran flow weka.LogitBoost_DecisionStump(11) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9844, kappa: 0.9615, kb_relative_information_score: 822.8656, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9852, predictive_accuracy: 0.9844, prior_entropy: 1.2149, recall: 0.9844, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2578,
Joaquin Vanschoren 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Federico Rodriguez Teja 8 years ago
ran flow weka.J48(37) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Joaquin Vanschoren 8 years ago
ran flow weka.RandomTree(11) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9822, kappa: 0.9554, kb_relative_information_score: 836.0688, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 1.2149, recall: 0.9822, relative_absolute_error: 0.044, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.295,
Michiel Verburg 8 years ago
ran flow weka.KStar(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9524, kappa: 0.8799, kb_relative_information_score: 759.1089, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9531, predictive_accuracy: 0.9532, prior_entropy: 1.2149, recall: 0.9532, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.4286,
Yiming Lin 8 years ago
ran flow weka.NaiveBayes(14) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8843, kappa: 0.7247, kb_relative_information_score: 609.6078, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9334, predictive_accuracy: 0.8653, prior_entropy: 1.2149, recall: 0.8653, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.7921,
Jan van Rijn 8 years ago
ran flow weka.REPTree(16) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9802, kappa: 0.9547, kb_relative_information_score: 823.0836, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9802, predictive_accuracy: 0.9822, prior_entropy: 1.2149, recall: 0.9822, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.2716,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512,
Jan van Rijn 8 years ago
ran flow weka.SimpleCart(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9822, kappa: 0.9555, kb_relative_information_score: 833.5891, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 1.2149, recall: 0.9822, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.2713,
Jan van Rijn 8 years ago
ran flow weka.Bagging_MultilayerPerceptron(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.992, kappa: 0.9804, kb_relative_information_score: 844.7611, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0529, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.196,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9898, kappa: 0.9748, kb_relative_information_score: 849.8698, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9898, predictive_accuracy: 0.99, prior_entropy: 1.2149, recall: 0.99, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.2075,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.991, kappa: 0.9776, kb_relative_information_score: 848.8201, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.991, predictive_accuracy: 0.9911, prior_entropy: 1.2149, recall: 0.9911, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.1987,
Jan van Rijn 8 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9526, kappa: 0.8879, kb_relative_information_score: 753.8017, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.956, predictive_accuracy: 0.9566, prior_entropy: 1.2149, recall: 0.9566, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.3927,
Larry DAgostino 8 years ago
ran flow mlr.classif.randomForest(10) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9922, kappa: 0.9805, kb_relative_information_score: 859.7579, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974,
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_J48(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9921, kappa: 0.9805, kb_relative_information_score: 858.6443, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9923, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.1918, scimark_benchmark: 2033.608, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_LinearRegression(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.meta.MultiSearch: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_SMO_RBFKernel(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_J48(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Paola Masuzzo 9 years ago
ran flow weka.ZeroR(12) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1387.4961, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_J48(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Jan van Rijn 9 years ago
ran flow weka.Bagging_REPTree(17) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9843, kappa: 0.9612, kb_relative_information_score: 830.7466, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9843, predictive_accuracy: 0.9844, prior_entropy: 1.2149, recall: 0.9844, relative_absolute_error: 0.0693, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.2467, scimark_benchmark: 1882.7397, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1882.7397,
Jan van Rijn 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, scimark_benchmark: 1995.0759, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.8813, kappa: 0.734, kb_relative_information_score: 596.4493, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.8597, predictive_accuracy: 0.9076, prior_entropy: 1.2149, recall: 0.9076, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.6798,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9911, kappa: 0.978, kb_relative_information_score: 861.1756, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9915, predictive_accuracy: 0.9911, prior_entropy: 1.2149, recall: 0.9911, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.211,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9922, kappa: 0.9807, kb_relative_information_score: 863.1887, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9925, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9922, kappa: 0.9805, kb_relative_information_score: 859.7579, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1929.4033, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Mikhail Evchenko 9 years ago
ran flow classif.randomForest(43) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9922, kappa: 0.9805, kb_relative_information_score: 859.7579, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974, usercpu_time_millis: 4.454, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 4.32,
Jan van Rijn 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8843, kappa: 0.7247, kb_relative_information_score: 609.6078, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9334, predictive_accuracy: 0.8653, prior_entropy: 1.2149, recall: 0.8653, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.7921, scimark_benchmark: 612.1945, usercpu_time_millis: 78.125, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 15.625,
Jan van Rijn 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, scimark_benchmark: 612.1945, usercpu_time_millis: 62.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 46.875,
Jan van Rijn 9 years ago
ran flow rm.process.parallel_decision_tree(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Jan van Rijn 9 years ago
ran flow rm.process.parallel_decision_tree(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Jan van Rijn 9 years ago
ran flow weka.ZeroR(11) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 725.4929, usercpu_time_millis: 15.125, usercpu_time_millis_testing: 13.975, usercpu_time_millis_training: 1.15,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9768, kappa: 0.9421, kb_relative_information_score: 810.7331, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.977, predictive_accuracy: 0.9766, prior_entropy: 1.2149, recall: 0.9766, relative_absolute_error: 0.0957, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.312, scimark_benchmark: 1762.448, usercpu_time_millis: 78.0005, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 62.4004,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9662, kappa: 0.9165, kb_relative_information_score: 791.1398, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9664, predictive_accuracy: 0.9666, prior_entropy: 1.2149, recall: 0.9666, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.098, root_relative_squared_error: 0.3794, scimark_benchmark: 1762.448,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8784, kappa: 0.721, kb_relative_information_score: 569.0858, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9228, predictive_accuracy: 0.8653, prior_entropy: 1.2149, recall: 0.8653, relative_absolute_error: 0.4218, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.7195, scimark_benchmark: 1762.448, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9699, kappa: 0.9252, kb_relative_information_score: 800.4924, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.97, predictive_accuracy: 0.9699, prior_entropy: 1.2149, recall: 0.9699, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.387, scimark_benchmark: 1762.448, usercpu_time_millis: 62.4004, usercpu_time_millis_testing: 46.8003, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9944, kappa: 0.9861, kb_relative_information_score: 837.2218, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 1.2149, recall: 0.9944, relative_absolute_error: 0.0764, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1875, scimark_benchmark: 1762.448, usercpu_time_millis: 78.0005, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 62.4004,
Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, scimark_benchmark: 1762.448, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8843, kappa: 0.7247, kb_relative_information_score: 609.6078, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9334, predictive_accuracy: 0.8653, prior_entropy: 1.2149, recall: 0.8653, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.7921, scimark_benchmark: 1762.448, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 31.2002,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.99, kappa: 0.9749, kb_relative_information_score: 846.8608, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 1.2149, recall: 0.99, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2233, scimark_benchmark: 1762.448, usercpu_time_millis: 78.0005, usercpu_time_millis_testing: 78.0005,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1762.448, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9817, kappa: 0.9553, kb_relative_information_score: 828.8079, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 1.2149, recall: 0.9822, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.2985, usercpu_time_millis: 4.088, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.902,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.9571, kappa: 0.9012, kb_relative_information_score: 760.9402, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9535, predictive_accuracy: 0.9621, prior_entropy: 1.2149, recall: 0.9621, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.4351, usercpu_time_millis: 1.266, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.182,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.8243, kappa: 0.512, kb_relative_information_score: 458.6184, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.8533, predictive_accuracy: 0.8463, prior_entropy: 1.2149, recall: 0.8463, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.8765, usercpu_time_millis: 92.413, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 92.086,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.99, kappa: 0.9751, kb_relative_information_score: 855.7318, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 1.2149, recall: 0.99, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.2238, usercpu_time_millis: 2.252, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.057,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9922, kappa: 0.9805, kb_relative_information_score: 859.7579, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974, usercpu_time_millis: 35.22, usercpu_time_millis_testing: 4.22, usercpu_time_millis_training: 31,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9922, kappa: 0.9805, kb_relative_information_score: 859.7579, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1.2149, recall: 0.9922, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1974, usercpu_time_millis: 5.129, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 4.996,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9832, kappa: 0.9583, kb_relative_information_score: 833.277, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 1.2149, recall: 0.9833, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.289, usercpu_time_millis: 2.387, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 1.482,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6565, f_measure: 0.7624, kappa: 0.4347, kb_relative_information_score: 415.1078, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.7016, predictive_accuracy: 0.8363, prior_entropy: 1.2149, recall: 0.8363, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.9046, usercpu_time_millis: 1.886, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 1.071,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.7108, kappa: 0.168, kb_relative_information_score: 267.0328, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.8017, predictive_accuracy: 0.7851, prior_entropy: 1.2149, recall: 0.7851, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2677, root_relative_squared_error: 1.0366, usercpu_time_millis: 2.25, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.073,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.308, kappa: 0.2223, kb_relative_information_score: -295.7359, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.8088, predictive_accuracy: 0.353, prior_entropy: 1.2149, recall: 0.353, relative_absolute_error: 1.6058, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.4644, root_relative_squared_error: 1.7985, usercpu_time_millis: 0.863, usercpu_time_millis_testing: 0.655, usercpu_time_millis_training: 0.208,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9867, kappa: 0.9671, kb_relative_information_score: 847.9352, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9876, predictive_accuracy: 0.9866, prior_entropy: 1.2149, recall: 0.9866, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.2585, usercpu_time_millis: 2.692, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 2.54,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9868, kappa: 0.9689, kb_relative_information_score: 834.4256, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9879, predictive_accuracy: 0.9878, prior_entropy: 1.2149, recall: 0.9878, relative_absolute_error: 0.0304, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.2475, usercpu_time_millis: 1.085, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.927,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.965, kappa: 0.9135, kb_relative_information_score: 791.2859, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9649, predictive_accuracy: 0.9655, prior_entropy: 1.2149, recall: 0.9655, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.4154, usercpu_time_millis: 0.555, usercpu_time_millis_testing: 0.544, usercpu_time_millis_training: 0.011,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9803, kappa: 0.9528, kb_relative_information_score: 824.9953, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.98, predictive_accuracy: 0.9811, prior_entropy: 1.2149, recall: 0.9811, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.3076, usercpu_time_millis: 2.506, usercpu_time_millis_testing: 0.853, usercpu_time_millis_training: 1.653,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 836.5624, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.269, usercpu_time_millis: 2.522, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 1.562,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.99, kappa: 0.9749, kb_relative_information_score: 853.2757, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 1.2149, recall: 0.99, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.2238, usercpu_time_millis: 2.675, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 1.763,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9844, kappa: 0.961, kb_relative_information_score: 842.7038, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9845, predictive_accuracy: 0.9844, prior_entropy: 1.2149, recall: 0.9844, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2792, usercpu_time_millis: 14.256, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 13.852,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.9349, kappa: 0.8451, kb_relative_information_score: 720.3428, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9314, predictive_accuracy: 0.9388, prior_entropy: 1.2149, recall: 0.9388, relative_absolute_error: 0.152, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.5533, usercpu_time_millis: 2.902, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 2.821,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9419, kappa: 0.8591, kb_relative_information_score: 743.5665, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9502, predictive_accuracy: 0.9399, prior_entropy: 1.2149, recall: 0.9399, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.5483, usercpu_time_millis: 1.847, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 1.479,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9966, kappa: 0.9917, kb_relative_information_score: 871.2409, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9968, predictive_accuracy: 0.9967, prior_entropy: 1.2149, recall: 0.9967, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0334, root_relative_squared_error: 0.1292, usercpu_time_millis: 262.273, usercpu_time_millis_testing: 13.293, usercpu_time_millis_training: 248.98,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.7604, kappa: 0.424, kb_relative_information_score: 408.777, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.7001, predictive_accuracy: 0.8341, prior_entropy: 1.2149, recall: 0.8341, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.9108, usercpu_time_millis: 71.898, usercpu_time_millis_testing: 4.477, usercpu_time_millis_training: 67.421,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.6807, kappa: 0.0703, kb_relative_information_score: 231.0002, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.7391, predictive_accuracy: 0.7706, prior_entropy: 1.2149, recall: 0.7706, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2765, root_relative_squared_error: 1.0709, usercpu_time_millis: 11.771, usercpu_time_millis_testing: 0.823, usercpu_time_millis_training: 10.948,
Jan van Rijn 9 years ago
ran flow rm.process.parallel_decision_tree(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Hilda Fabiola Bernard 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9766, kappa: 0.9428, kb_relative_information_score: 821.1566, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9777, predictive_accuracy: 0.9766, prior_entropy: 1.2149, recall: 0.9766, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.3419, usercpu_time_millis: 0.31, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 0.18,
Xavier Sumba 9 years ago
ran flow weka.OneR(18) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6565, f_measure: 0.7624, kappa: 0.4347, kb_relative_information_score: 415.1078, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.7016, predictive_accuracy: 0.8363, prior_entropy: 1.2149, recall: 0.8363, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.9046, scimark_benchmark: 1600.256, usercpu_time_millis: 3.241, usercpu_time_millis_testing: 1.409, usercpu_time_millis_training: 1.832,
Xavier Sumba 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9725, kappa: 0.9326, kb_relative_information_score: -451.2056, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9731, predictive_accuracy: 0.9733, prior_entropy: 1.2149, recall: 0.9733, relative_absolute_error: 1.6592, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.3111, root_relative_squared_error: 1.205, scimark_benchmark: 1600.256, usercpu_time_millis: 90.026, usercpu_time_millis_testing: 5.733, usercpu_time_millis_training: 84.293,
Xavier Sumba 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, scimark_benchmark: 1600.256, usercpu_time_millis: 11.508, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 10.897,
Xavier Sumba 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1600.256, usercpu_time_millis: 3.09, usercpu_time_millis_testing: 2.897, usercpu_time_millis_training: 0.193,
R Team Demo 9 years ago
ran flow classif.J48(21) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, usercpu_time_millis: 3.55, usercpu_time_millis_testing: 1.14, usercpu_time_millis_training: 2.41,
Joaquin Vanschoren 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1497.4437, usercpu_time_millis: 3.944, usercpu_time_millis_testing: 2.734, usercpu_time_millis_training: 1.21,
Guido Felice 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.985, kappa: 0.9633, kb_relative_information_score: 846.9473, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.985, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.2224, scimark_benchmark: 430.0094, usercpu_time_millis: 172796.875, usercpu_time_millis_testing: 78.125, usercpu_time_millis_training: 172718.75,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(6) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9806, kappa: 0.953, kb_relative_information_score: 820.4036, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.981, predictive_accuracy: 0.9811, prior_entropy: 1.2149, recall: 0.9811, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2951, usercpu_time_millis: 3.296, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 2.145,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(19) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, usercpu_time_millis: 1.655, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 1.03,
Wout de Ruiter 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9851, kappa: 0.9636, kb_relative_information_score: 841.2139, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 1.2149, recall: 0.9855, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2512, scimark_benchmark: 947.5024, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Giuseppe Casalicchio 9 years ago
ran flow classif.rpart(37) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9766, kappa: 0.9428, kb_relative_information_score: 821.1566, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9777, predictive_accuracy: 0.9766, prior_entropy: 1.2149, recall: 0.9766, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.3419, usercpu_time_millis: 0.027, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.014,
Joaquin Vanschoren 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1472.3323, usercpu_time_millis: 3.991, usercpu_time_millis_testing: 2.869, usercpu_time_millis_training: 1.122,
Joaquin Vanschoren 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1472.3323, usercpu_time_millis: 2.454, usercpu_time_millis_testing: 1.419, usercpu_time_millis_training: 1.035,
Giuseppe Casalicchio 9 years ago
ran flow classif.rpart(37) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9766, kappa: 0.9428, kb_relative_information_score: 821.1566, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9777, predictive_accuracy: 0.9766, prior_entropy: 1.2149, recall: 0.9766, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.3419, usercpu_time_millis: 0.027, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.014,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1676.0206, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Bingchen Li 9 years ago
ran flow weka.PART(4) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9821, kappa: 0.9554, kb_relative_information_score: 831.0417, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9821, predictive_accuracy: 0.9822, prior_entropy: 1.2149, recall: 0.9822, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.2922, scimark_benchmark: 1094.0306, usercpu_time_millis: 25.143, usercpu_time_millis_testing: 3.224, usercpu_time_millis_training: 21.919,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1946.4999, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.6587, kb_relative_information_score: -1.2439, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.5802, predictive_accuracy: 0.7617, prior_entropy: 1.2149, recall: 0.7617, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2582, root_relative_squared_error: 1, scimark_benchmark: 1975.5109, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

estimation_procedure 10-fold Crossvalidation
evaluation_measures predictive_accuracy
source_data anneal (2)
target_feature class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

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